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praneet1988/ELeFHAnt

Ensemble Learning for Harmonization and Annotation of Single Cells (ELeFHAnt) provides an easy to use R package for users to annotate clusters of single cells, harmonize labels across single cell datasets to generate a unified atlas and infer relationship among celltypes between two datasets. It uses an ensemble of three machine learning classifiers 1) RF 2) SVM and 3) LR

语言:R · GitHub 星标:24 · Fork:7

话题:annotation-tool · cell-biology · celltype-annotation · classification · harmonization · machine-learning · ngs-analysis · scalability

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